---
slug: 29-rag-brand-knowledge
role: index
date: 2026-04-21
---

> **📅 Research snapshot as of 2026-04-21.** Provider pricing, free-tier availability, and model capabilities drift every quarter. The router reads `data/routing-table.json` and `data/model-registry.json` at runtime — treat those as source of truth. If this document disagrees with the registry, the registry wins.

# Category 29 — Rag Brand Knowledge

Brand-guideline extraction via RAG, CLIP-style embeddings for retrieval, brand-bundle storage patterns, Figma design-tokens / brand pipeline, brand consistency across sessions.

## Angles

| File | Topic |
|---|---|
| [`29a-brand-guideline-extraction-rag.md`](./29a-brand-guideline-extraction-rag.md) | Brand Guideline Extraction for RAG — PDFs, URLs, and Structured Parsing |
| [`29b-clip-style-embeddings-retrieval.md`](./29b-clip-style-embeddings-retrieval.md) | CLIP Embeddings for Style Similarity Retrieval |
| [`29c-brand-bundle-storage-patterns.md`](./29c-brand-bundle-storage-patterns.md) | Brand Bundle Storage Patterns — Versioning, Retrieval, and Vector Store Architecture |
| [`29d-figma-design-tokens-brand-pipeline.md`](./29d-figma-design-tokens-brand-pipeline.md) | Figma Variables API → Design Tokens → Brand Bundle Pipeline |
| [`29e-brand-consistency-across-sessions.md`](./29e-brand-consistency-across-sessions.md) | Brand Consistency Across Sessions — Persistent Memory, Auto-Completion, and Machine-Readable Formats |

## Also in this folder

- [`SYNTHESIS.md`](./SYNTHESIS.md) — synthesized insights across angles

## Up one level

- [`../index.md`](../index.md) — master research index
- [`../SYNTHESIS.md`](../SYNTHESIS.md) — master synthesis
